Equation 1 · Part 4 · Comparing the Main Approaches to Edge AI Electronics and Sensor Systems
Symbol P_standby
What this part means
the power drawn the rest of the time.
Its job in the formula
tandby is one of the signed contributions combined to compute the quantity on the left.
Full expression→Symbol P_standby→Article meaning
Where the article explains it
where D is the fraction of time spent actively computing and is the power drawn the rest of the time.
The passage around this formula
…throughput but the average power drawn between the (usually rare) events that matter, which can be written as a simple duty-cycle model: . where D is the fraction of time spent actively computing and is the power drawn the rest of the time. For a keyword detector or a vibration monitor, D is typically small and falling, so is dominated by almost regardless of how fast the active phase runs — which is exactly why this category optimises the idle…
Learn the underlying idea
A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.
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Sources cited in the article section
- [5] Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks ↗
- [11] Ethos-U55 microNPU ↗
- [17] Cadence Expands Tensilica IP Portfolio with New HiFi and Vision DSPs for Pervasive Intelligence and Edge AI Inference ↗
- [7] CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs ↗
- [8] TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems ↗
These citations provide research context; check each source for the exact claim it supports.